Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation provides command-line examples exclusively using Azure PowerShell and Azure CLI, with PowerShell examples consistently presented before CLI. There are no Linux-specific shell examples (e.g., Bash scripts), nor are there any references to Linux-native tools or workflows. The structure and variable usage in examples (e.g., $KvName) are PowerShell-centric, which may be less familiar to Linux users. No mention is made of Linux-specific considerations, such as shell compatibility or environment setup.
Recommendations
  • Add Bash-specific examples for all CLI commands, using Linux shell variable syntax and conventions.
  • Include notes on environment setup for Linux users (e.g., installing Azure CLI on Linux, authentication differences).
  • Present CLI examples before PowerShell, or alternate the order, to avoid implicit prioritization of Windows tools.
  • Explicitly mention that Azure CLI works cross-platform and provide guidance for Linux/macOS users.
  • Where PowerShell variables are used, provide equivalent Bash variable usage for parity.
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Scan History

Date Scan Status Result
2026-01-15 00:00 #254 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets